Data Entry Keyers
Clerical & Administrative
SOC 43-9021
~0.2M US jobs
Median $37,790
OFI
61.1
transformation pressure
Highly routine cognitive work; OCR plus LLM extraction automates most keying, with a human residual for exception handling and verification. — AIOE; Eloundou et al. 2023; OECD
Task transformation under adoption
Share of tasks automated / augmented / human, projected via Bass-diffusion adoption. Scenario, not a prediction.
Exposure profile
Representative tasks
- Transcribe data into systems
- Verify entered records
- Reconcile source documents
- Flag input errors
- Update databases
What can you do?
Your personal AI fluency converts automation pressure into augmentation leverage.
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We model task transformation, not job loss. OFI and its projections are scenario estimates grounded in published AI-exposure frameworks — model outputs, not predictions of employment outcomes.